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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
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| 35-way Speech Classification | Speech Commands 16kHz 35-way (test) | 32 | Feb 27, 2026 | ||
| Time Series Forecasting | Weather | 32 | Feb 26, 2026 | ||
| Classification | RotMNIST (test) | 32 | Feb 26, 2026 | ||
| Image Classification | ImageNet (50:950 split) | 32 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (40:60 split) | 32 | Feb 26, 2026 |
| Image Classification | CIFAR-10 (4:6 split) | 32 | Feb 26, 2026 |
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| Image Classification | ImageNet ID-to-OOD 50:950 (test) | 32 | Feb 26, 2026 |
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| Image Classification | CIFAR100 40:60 ID-to-OOD (test) | 32 | Feb 26, 2026 |
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| Image Classification | CIFAR10 4:6 ID-to-OOD (test) | 32 | Feb 26, 2026 |
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| Gesture Recognition | DVS128-Gesture (test) | 32 | Jun 12, 2026 |
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| Traveling Salesman Problem | TSP N=100 | 32 | May 26, 2026 |
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| Audio Classification | AudioSet-2M (full) | 32 | Feb 26, 2026 |
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| Mirror Detection | MSD | 32 | Feb 26, 2026 |
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| Low-shot recognition | CO3D-LS (test) | 32 | Feb 26, 2026 |
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| Text Classification | IMDB | 32 | Feb 26, 2026 |
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| Video Classification | Kinetics 700 (test) | 32 | Feb 27, 2026 |
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| Image Editing | User Study 100 images (test) | 32 | Feb 26, 2026 |
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| Video Super-Resolution | Vimeo-90K-T 87 (test) | 32 | Feb 26, 2026 |
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| Binary Classification | FICO (test) | 32 | Jun 25, 2026 |
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| Offline Reinforcement Learning | D4RL Hopper (Expert) | 32 | May 11, 2026 |
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| Short-term Time Series Forecasting | Exchange-Rate (test) | 32 | Feb 26, 2026 |
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| Short-term Time Series Forecasting | Electricity (test) | 32 | Feb 26, 2026 |
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| Short-term Time Series Forecasting | Traffic (test) | 32 | Feb 26, 2026 |
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| Reinforcement Learning | Humanoid | 32 | May 12, 2026 |
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| Image Classification | CIFAR-10 (test) | 32 | Feb 26, 2026 |
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